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: / opt / remi / php82 / root / usr / share / doc / pecl / fann / examples / logic_gates /

Filename : train_all.php

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<?php

function train($data, $num_input, $num_output, $num_layers, $num_neurons_hidden, $desired_error, $max_epochs, $epochs_between_reports){
	
	$ann = fann_create_standard($num_layers, $num_input, $num_neurons_hidden, $num_output);

	if ($ann) {
		fann_set_activation_function_hidden($ann, FANN_SIGMOID_SYMMETRIC);
		fann_set_activation_function_output($ann, FANN_SIGMOID_SYMMETRIC);

		$filename = dirname(__FILE__) . '/' . $data . '.data';
		if (fann_train_on_file($ann, $filename, $max_epochs, $epochs_between_reports, $desired_error)) {
			print($data . ' trained.<br>' . PHP_EOL);
        }
		
		if (fann_save($ann, dirname(__FILE__) . '/' . $data . '_float.net')) {
			print($data . '_float.net saved.<br>' . PHP_EOL);
        }
		
		fann_destroy($ann);
	}
}

train('and', 2, 1, 3, 3, 0.001, 500000, 1000);
train('nand', 2, 1, 3, 3, 0.001, 500000, 1000);
train('nor', 2, 1, 3, 3, 0.001, 500000, 1000);
train('not', 1, 1, 3, 3, 0.001, 500000, 1000);
train('or', 2, 1, 3, 3, 0.001, 500000, 1000);
train('xnor', 2, 1, 3, 3, 0.001, 500000, 1000);
train('xor', 2, 1, 3, 3, 0.001, 500000, 1000);


print("<a href='test_all.php'>Test All</a>");

?>

Name	Size	Last Modified	Owner	Permissions
and.data	0.035 KB	February 21 2024 9:57:39	root	0644
nand.data	0.033 KB	February 21 2024 9:57:39	root	0644
nor.data	0.035 KB	February 21 2024 9:57:39	root	0644
not.data	0.015 KB	February 21 2024 9:57:39	root	0644
or.data	0.033 KB	February 21 2024 9:57:39	root	0644
simple_merge.php	0.951 KB	February 21 2024 9:57:39	root	0644
simple_test.php	0.443 KB	February 21 2024 9:57:39	root	0644
simple_train_epoch.php	2.798 KB	February 21 2024 9:57:39	root	0644
simple_train.php	0.729 KB	February 21 2024 9:57:39	root	0644
test_all.php	1.106 KB	February 21 2024 9:57:39	root	0644
train_all.php	1.122 KB	February 21 2024 9:57:39	root	0644
xnor.data	0.034 KB	February 21 2024 9:57:39	root	0644
xor.data	0.035 KB	February 21 2024 9:57:39	root	0644
xor_part_1.data	0.015 KB	February 21 2024 9:57:39	root	0644
xor_part_2.data	0.026 KB	February 21 2024 9:57:39	root	0644

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